Analysis of a Parallel and Distributed BPSO Algorithm for EEG Classification: Impact on Energy, Time and Accuracy.
Juan José EscobarJesús López-RodríguezDiego García-GilRoberto Morcillo-JiménezBeatriz PrietoAndrés OrtizDragi KimovskiPublished in: IWBBIO (1) (2024)
Keyphrases
- accuracy rate
- high accuracy
- computational cost
- classification algorithm
- support vector machine svm
- preprocessing
- classification accuracy
- computational complexity
- learning algorithm
- k means
- wireless sensor networks
- higher classification accuracy
- support vector machine
- objective function
- decision trees
- optimization algorithm
- parallel implementation
- classification rate
- roc curve
- genetic algorithm
- random selection
- binary particle swarm optimization
- particle swarm optimization algorithm
- global optimization
- classification method
- expectation maximization
- distributed systems
- np hard
- evolutionary algorithm